{"id":"W2066818735","doi":"10.1371/journal.pone.0092038","title":"Quality and Quantity of Information in Summary Basis of Decision Documents Issued by Health Canada","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Allergan; Australian Government","keywords":"Clinical trial; Medicine; Drug trial; Descriptive statistics; MEDLINE; Family medicine; Statistics; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04574121,0.0003466705,0.0008272554,0.0150926,0.0017786,0.005615077,0.001193964,0.000693102,0.003693279],"category_scores_gemma":[0.3334083,0.0004222105,0.0006994558,0.02150443,0.001420102,0.002016997,0.001489847,0.0007548566,0.0006412031],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02725703,"about_ca_system_score_gemma":0.06417394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5058553,"about_ca_topic_score_gemma":0.4653513,"domain_scores_codex":[0.912679,0.01962573,0.01266,0.001925555,0.0511003,0.002009384],"domain_scores_gemma":[0.4269303,0.2834979,0.1109869,0.01358969,0.1578529,0.007142244],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001477968,0.0001823252,0.6771243,0.003057482,0.0004083196,0.0001995047,0.004317053,0.002739249,0.0005650539,0.001792303,0.03601882,0.2721177],"study_design_scores_gemma":[0.0002504414,0.0004735802,0.9157287,0.002536747,0.0003466744,0.0002782134,0.003489492,0.004597663,0.00166478,0.0009402867,0.06950822,0.0001851266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521286,0.01359741,0.003864756,0.01284045,0.0003637595,0.001952715,0.05725202,0.0004515879,0.05754864],"genre_scores_gemma":[0.9778374,0.003283459,0.005867549,0.0005578681,0.0001239663,0.0002975038,0.01006368,0.00004619504,0.001922426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.972743,"threshold_uncertainty_score":0.9941096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3496334353933307,"score_gpt":0.5238639894693674,"score_spread":0.1742305540760367,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}